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SDM
2012
SIAM
322views Data Mining» more  SDM 2012»
13 years 15 days ago
Adaptive Multi-task Sparse Learning with an Application to fMRI Study
In this paper, we consider the multi-task sparse learning problem under the assumption that the dimensionality diverges with the sample size. The traditional l1/l2 multi-task lass...
Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbo...
MOBISYS
2009
ACM
15 years 10 months ago
Point&Connect: intention-based device pairing for mobile phone users
Point&Connect (P&C) offers an intuitive and resilient device pairing solution on standard mobile phones. Its operation follows the simple sequence of point-and-connect: wh...
Chunyi Peng, Guobin Shen, Yongguang Zhang, Songwu ...
92
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BMCBI
2010
182views more  BMCBI 2010»
14 years 10 months ago
L2-norm multiple kernel learning and its application to biomedical data fusion
Background: This paper introduces the notion of optimizing different norms in the dual problem of support vector machines with multiple kernels. The selection of norms yields diff...
Shi Yu, Tillmann Falck, Anneleen Daemen, Lé...

Publication
1298views
16 years 8 months ago
Quality of Service for Internet Traffic over ATM Service Categories
Connecting enterprise sites requires innovative architectures. Virtual private networks (VPNs) linking different organizational sites over the Internet are a popular solution. Inte...
Sonia Fahmy, Raj Jain, Sameh Rabie, Rohit Goyal, B...
ICCV
2009
IEEE
16 years 3 months ago
Color Constancy using 3D Scene Geometry
The aim of color constancy is to remove the effect of the color of the light source. As color constancy is inherently an ill-posed problem, most of the existing color constancy ...
Rui Lu, Arjan Gijsenij, Theo Gevers
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